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[1] 担任2022 International Conference on Cloud and Service Computing (CSC2022),2020 IEEE Wireless Communications and Networking Conference (WCNC20)议程主席(Session chair)。
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[2] 担任Journal of Sound and Vibration, IEEE Transactions on Wireless Communications, IEEE Transactions on Computers,IEEE/ACM Transactions on Networking, Mechanical Systems and Signal Processing, ICDCS, IPDPS, ICPP, INFORCOM, PERCOM, ICC, WCNC, CLOBECOM, SRDS, DSN等学术会议及期刊审稿人。
论文成果
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- .Jiayuan Zhang, Xuefeng Liu, Jianwei Niu*, Haotian Yang, Wanyu Lin*, Xinghao Wu. The Aggregated Model is a Confounder: Enabling Deconfounded Federated Learning for OOD Generalization. IEEE International Conference on Computer Communications, INFOCOM 2026 (CCF A)
- .Rui Zhang, Jianwei Niu*, Xuefeng Liu*, Shaojie Tang, Jing Yuan. Learning to Optimize Job Shop Scheduling under Structural Uncertainty. Association for the Advancement of Artificial Intelligence, AAAI 2026 (CCF A)
- .Xinghao Wu, Jianwei Niu*, Xuefeng Liu, Mingjia Shi, Guogang Zhu, and Shaojie Tang. Tackling Feature-Classifier Mismatch in Federated Learning via Prompt-Driven Feature Transformation. Annual Conference on Neural Information Processing Systems, NeurIPS 2025 (CCF A)
- .Wenkai Guo, Xuefeng Liu*, Haolin Wang, Jianwei Niu*, Shaojie Tang, Jing Yuan. Can Federated Learning Safeguard Private Data in LLM Training? Vulnerabilities, Attacks, and Defense Evaluation. Conference on Empirical Methods in Natural Language Processing, EMNLP 2025 (CCF B)
科研项目
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教师博客
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个人简介
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刘雪峰,博士,副教授,博士生导师。2008年毕业于英国布里斯托大学,获博士学位,2009-2014年在香港理工大学计算机学院访学。2014年担任华中科技大学副教授,现任北京航空航天大学计算机学院副教授,博士生导师。在大数据、人工智能、并行计算等领域有数十年的研究经验,入选2023全球前2%顶尖科学家榜单名单。主要研究方向包括大数据、人工智能的分布式算法、机器学习等,先后主持多项关于分布式人工智能相关的国家自然科学基...
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[1] 英国布里斯托大学 - 博士研究生
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[1] 2018.9~2023.11
北京航空航天大学计算机学院 | 副教授
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[2] 2014.9~2018.8
华中科技大学 | 副教授
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[3] 2009.12~2014.9
香港理工大学计算机系 | 博士后研究员
